The sun was setting, casting long, distorted shadows across the freshly painted exterior of the house next door. Liam watched from his living room window, a knot forming in his stomach. He’d barely spoken to the woman who was renovating, only exchanged brief greetings. Now, she was a symbol of something he couldn't name.

He’d always felt safe in his home, a place of quiet refuge. That feeling was eroding. He felt a nagging worry, a deep disquiet. He kept the blinds drawn, even though he preferred natural light. He felt a need to remain unseen, hidden away. He poured himself a glass of whiskey, a habit he'd only recently picked up, and felt the alcohol fail to settle his nerves.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion uneasy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 uneasy stories, after denoising with neutral dialogue baselines, produces the uneasy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the uneasy vector is projected through the unembedding matrix.

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228